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MongoDB Vector Search

How to Create Vector Embeddings

This section contains the following pages, which demonstrate how to generate vector embeddings for text data in your collections using embedding models from Voyage AI, OpenAI, and other open-source model providers.

  • How to Create Vector Embeddings Manually

  • How to Automatically Generate Vector Embeddings for Text Data in Your Collection and Queries

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